• Journal of Information Technology Applications and Management
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• v.30 no.5
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• pp.159-170
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• 2023

Due to technological advancements, the data industry is growing, leading to a demand for data professionals in the market. Job seekers interested in data-related positions include not only those with relevant majors but also non-majors. Therefore, this study aims to identify effective educational methods for non-majors lacking data knowledge and skills to develop both data and business competencies. This research focuses on 28 trainees who participated in the "Data Youth Campus" program conducted by K-institution. The program spanned 10 weeks and was structured into three phases: fundamentals, practical training, and projects, systematically enhancing trainees' capabilities. The effectiveness of the curriculum and trainee management was verified by measuring and analyzing improvement of competencies and satisfaction with the program. This study offers valuable insights for the design and implementation of data education programs tailored to non-majors.

• Journal of the Korean Society of Industry Convergence
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• v.27 no.4_2
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• pp.1009-1017
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• 2024

In this study, technology development was promoted to enable the convergence of augmented reality technology and actual drone operation technology, and its feasibility was confirmed through implementation and performance evaluation. In addition, it is believed that the AR-based drone simulator can contribute to improving drone operation capabilities by maximizing educational effectiveness and providing a realistic training environment. Based on the results of this study, we expect to improve the quality of vocational education related to drones and achieve high educational effectiveness, and it is believed that we will be able to suggest various directions in education using augmented reality.

• ETRI Journal
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• v.46 no.4
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• pp.633-647
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• 2024

In e-commerce platforms, sentiment analysis on an enormous number of user reviews efficiently enhances user satisfaction. In this article, an automated product recommendation system is developed based on machine and deep-learning models. In the initial step, the text data are acquired from the Amazon Product Reviews dataset, which includes 60 000 customer reviews with 14 806 neutral reviews, 19 567 negative reviews, and 25 627 positive reviews. Further, the text data denoising is carried out using techniques such as stop word removal, stemming, segregation, lemmatization, and tokenization. Removing stop-words (duplicate and inconsistent text) and other denoising techniques improves the classification performance and decreases the training time of the model. Next, vectorization is accomplished utilizing the term frequency-inverse document frequency technique, which converts denoised text to numerical vectors for faster code execution. The obtained feature vectors are given to the modified convolutional neural network model for sentiment analysis on e-commerce platforms. The empirical result shows that the proposed model obtained a mean accuracy of 97.40% on the APR dataset.

• Journal of the Korean Institute of Educational Facilities
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• v.13 no.3
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• pp.6-16
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• 2006

The purpose of the study is on offer present condition of School Facilities for Local Residents in Daegu City. This study made progress within the scope of twenty-four public schools excepting one private school and five schools refused request. but opening present condition of the equipment was stopping in negative opening more than thing that is seen in present condition(to be a hall, a computer, swimming pool, physical education market, clearinghouse, art thread, library, language study thread) of two locals that show in old research. As result that diagnose this research, The school facilities open every schools excepting three schools could not open on account of establishment of sprinkler, residents protest about noise, small playground. The opening equipment was limited the playground, hall, basketball court, Badminton court, parking lot, classroom, library. And The use present condition was used by parking, walk, jogging and light exercise, basketball, badminton, state examination, sports meeting, books inspection, early stage soccer. When local residents require equipment use, it is not negative attitude in school but have active carriage. and Must consider plan that raise practical use degree so that can use school equipment.

• The Journal of Sustainable Design and Educational Environment Research
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• v.8 no.1
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• pp.1-10
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• 2009

This study is about the present condition of facilities for the disabled at elementary schools in Ulsan and improvement plan of facilities for the disabled. The important thing of tasks of societies and nations is rights to education for the disabled. If an education is natural rights that give people identification, Societies and nations do their best to adapting anyone no matter who has any circumstance to civilization. The more people are poor, the more Societies and nations support and give them chance to education. Among people who really need the chance to education, there was the disabled. Therefore, societies and nations support them carefully more than any others. Above all things, considering the fact that separation to integration of a education for the disabled, facilities for the disabled that can base on an integrated education must be improved as soon as possible. An integrated education contribute to growing sociality and security of human rights for the disabled. It is natural that basic facilities are necessary for the disabled. A systematic program development that make ordinary students look fairly disabled students is really demanded for that ordinary students give disabled students love and help.

• The Journal of Sustainable Design and Educational Environment Research
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• v.13 no.2
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• pp.35-43
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• 2014

Under the influence of birth control and rapid urbanization, China's rural school-age population is on a year-by-year decrease, which has led approximately 300 thousand middle and primary schools to idleness ever since 2000. A majority of these idle schools are located in rural areas, almost one half remaining idle due to vagueness in property right. The disposed schools are less efficient for not being combined with the real situation of rural areas. Based on the opportunity of coordinative development of urban-rural areas, this paper analyzes the situationsin terms of the development of public service facilities and the gap between rural and urban areas over the recent years. Then the effective and sustainable reuse scheme to dispose of the idle schools and reshape them into the facilities for the elders, cultural facilities and medical facilities is proposed from the perspectives of perfecting rural public service facilities and guaranteeing citizens' equal share of public service, which both maintains the public nature of the idle schools, reconciles the fuzzy property right, and boosts efficiency of reuse, saves resources, and reduces investment for perfecting rural public facilities.

• Journal of the Korean Institute of Educational Facilities
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• v.23 no.2
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• pp.11-18
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• 2016

University dorm basically provides basic housing functions to students, however, it is very important in a sense that it provides students with various functions such as information exchange, cultural experience and learning environments as well. Additionally, continuous effort to improve users' satisfaction and living environments are needed due to the fact that physical environments of dorm facilities have higher impact on students. However, Many students are not satisfied with the physical environment of university dorms and also there is lack of systematic information whereas various functions are required by students. Therefore, the main objective of this research is to suggest the direction of FM services in order for improving students' satisfaction on the university dorm facilities in Korea. Precedent studies regarding the satisfaction or performance evaluation of dorm facilities have been extensively analyzed to extract the dissatisfaction factors that scored below the middle 50%. Secondly, for satisfaction improvement, Korean Standard for Facility Management(KS_FM) have been matched with those extracted dissatisfaction factors to suggest the direction of FM services by rules and regulations review and best practice studies. This research will be useful for university dorm facility managers in planning strategic FM and providing effective FM services to students.

• The Journal of Sustainable Design and Educational Environment Research
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• v.4 no.4
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• pp.1-18
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• 2004

Research has been carried out to study thermal environment in a classroom under three kinds of air diffusion temperature and six kinds of air diffusion direction for ceiling type air conditioner. The velocity and temperature distributions of air in the room calculated by 3-dimensional numerical method(PHOENICS), This present study was also conducted to calculate the Air Diffusion Performance Index(ADPI) for cooling conditions and Predicted Percentage of Dissatisfied(PPD) for heating conditions. This analysis shows that the optimum angle of ceiling type air conditioner's diffusion is $15{\sim}30^{\circ}$ for cooling mode and about $15{\sim}45^{\circ}$ for heating mode in these calculating conditions. And also analysis has been carried out to evaluate thermal comfort of vertical and horizontal cross section of classroom.

• Journal of Korean Academy of Nursing
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• v.39 no.3
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• pp.311-320
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• 2009

Purpose: This study was to analyze research reports published in Korea on cardiac rehabilitation for patients with cardiovascular disease. Methods: Based on inclusion criteria, 19 research reports were included in this review. Published year of selected articles was between 1996 and 2008. Nineteen studies were analyzed by guidelines of the cardiac rehabilitation programs done by the American Heart Association(AHA) and Scottish Intercollegiate Guidelines Network(SIGN). Results: The characteristics of patients were mostly of ischemic heart disease, 50-59 yr old, and male. Educational sessions were administered twice, and each lesson lasted less than 30 min. Exercise was done 3 times per week for 6 weeks. Most educational content were about risk factors, but there was no information, such as coping with feelings. Most exercise was performed as ROM, treadmill, and cycle ergometer. A large percentage of outcome indicators were health behavior, hemodynamic changes, and exercise capacity. There was more 'no effect' than 'positive effect' in trait anxiety and depression, whereas similar in physiologic domain. Conclusion: Various types of cardiac rehabilitation in Korea were performed by researchers. Therefore, we need to develop the standard protocol, to add psychosocial intervention, and to study cost effectiveness of cardiac rehabilitation.

• Journal of Educational Research in Mathematics
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• v.13 no.2
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• pp.143-157
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• 2003

This paper is to make strides toward an enriched understanding of mathematics teacher learning and professional development. Different theoretical frameworks in understanding mathematics teacher learning are reviewed, followed by a discussion of the relationships of knowledge and teaching practice. This paper then analyses contemporary conceptions about effective professional development and, in particular, deals with teacher learning in inquiry communities. This paper introduces a research project describing transition processes from teacher- centered mathematics classroom culture to student-centered culture and analyzing teacher learning in communities and its concomitant change in teaching practice. On the basis of the emerging problems in doing the project, this paper finally addresses some crucial issues on teacher learning and professional development, including the management of an inquiry community, the description of teaching practice from the researcher's perspective, and the analysis of teacher learning in communities.